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What metrics were used to measure the Li and Zhao - BERT model in the Self- and Pseudo-self-supervised Prediction of Speaker and Key-utterance for Multi-party Dialogue Reading Comprehension paper on the Molweni dataset?
EM, F1
What metrics were used to measure the DADgraph model in the DADgraph: A Discourse-aware Dialogue Graph Neural Network for Multiparty Dialogue Machine Reading Comprehension paper on the Molweni dataset?
EM, F1
What metrics were used to measure the Beam Retrieval model in the Beam Retrieval: General End-to-End Retrieval for Multi-Hop Question Answering paper on the HotpotQA dataset?
JOINT-F1, ANS-EM, Joint F1, ANS-F1, SUP-EM, SUP-F1, JOINT-EM
What metrics were used to measure the BigBird-etc model in the Big Bird: Transformers for Longer Sequences paper on the HotpotQA dataset?
JOINT-F1, ANS-EM, Joint F1, ANS-F1, SUP-EM, SUP-F1, JOINT-EM
What metrics were used to measure the AISO model in the paper on the HotpotQA dataset?
JOINT-F1, ANS-EM, Joint F1, ANS-F1, SUP-EM, SUP-F1, JOINT-EM
What metrics were used to measure the AISO model in the Adaptive Information Seeking for Open-Domain Question Answering paper on the HotpotQA dataset?
JOINT-F1, ANS-EM, Joint F1, ANS-F1, SUP-EM, SUP-F1, JOINT-EM
What metrics were used to measure the Chain-of-Skills model in the Chain-of-Skills: A Configurable Model for Open-domain Question Answering paper on the HotpotQA dataset?
JOINT-F1, ANS-EM, Joint F1, ANS-F1, SUP-EM, SUP-F1, JOINT-EM
What metrics were used to measure the TPRR model in the paper on the HotpotQA dataset?
JOINT-F1, ANS-EM, Joint F1, ANS-F1, SUP-EM, SUP-F1, JOINT-EM
What metrics were used to measure the TAP 2 (ensemble) model in the paper on the HotpotQA dataset?
JOINT-F1, ANS-EM, Joint F1, ANS-F1, SUP-EM, SUP-F1, JOINT-EM
What metrics were used to measure the HopRetriever + Sp-search model in the HopRetriever: Retrieve Hops over Wikipedia to Answer Complex Questions paper on the HotpotQA dataset?
JOINT-F1, ANS-EM, Joint F1, ANS-F1, SUP-EM, SUP-F1, JOINT-EM
What metrics were used to measure the EBS-Large model in the paper on the HotpotQA dataset?
JOINT-F1, ANS-EM, Joint F1, ANS-F1, SUP-EM, SUP-F1, JOINT-EM
What metrics were used to measure the HopRetriever model in the paper on the HotpotQA dataset?
JOINT-F1, ANS-EM, Joint F1, ANS-F1, SUP-EM, SUP-F1, JOINT-EM
What metrics were used to measure the IRRR+ model in the Answering Open-Domain Questions of Varying Reasoning Steps from Text paper on the HotpotQA dataset?
JOINT-F1, ANS-EM, Joint F1, ANS-F1, SUP-EM, SUP-F1, JOINT-EM
What metrics were used to measure the EBS-SH model in the paper on the HotpotQA dataset?
JOINT-F1, ANS-EM, Joint F1, ANS-F1, SUP-EM, SUP-F1, JOINT-EM
What metrics were used to measure the IRRR model in the Answering Open-Domain Questions of Varying Reasoning Steps from Text paper on the HotpotQA dataset?
JOINT-F1, ANS-EM, Joint F1, ANS-F1, SUP-EM, SUP-F1, JOINT-EM
What metrics were used to measure the HopRetriever-V2 model in the paper on the HotpotQA dataset?
JOINT-F1, ANS-EM, Joint F1, ANS-F1, SUP-EM, SUP-F1, JOINT-EM
What metrics were used to measure the AFSGraph-retriever model in the paper on the HotpotQA dataset?
JOINT-F1, ANS-EM, Joint F1, ANS-F1, SUP-EM, SUP-F1, JOINT-EM
What metrics were used to measure the Recursive Dense Retriever model in the Answering Complex Open-Domain Questions with Multi-Hop Dense Retrieval paper on the HotpotQA dataset?
JOINT-F1, ANS-EM, Joint F1, ANS-F1, SUP-EM, SUP-F1, JOINT-EM
What metrics were used to measure the Step-by-Step Retriever model in the paper on the HotpotQA dataset?
JOINT-F1, ANS-EM, Joint F1, ANS-F1, SUP-EM, SUP-F1, JOINT-EM
What metrics were used to measure the DDRQA model in the Answering Any-hop Open-domain Questions with Iterative Document Reranking paper on the HotpotQA dataset?
JOINT-F1, ANS-EM, Joint F1, ANS-F1, SUP-EM, SUP-F1, JOINT-EM
What metrics were used to measure the HopRetriever-V1 model in the paper on the HotpotQA dataset?
JOINT-F1, ANS-EM, Joint F1, ANS-F1, SUP-EM, SUP-F1, JOINT-EM
What metrics were used to measure the DR model large model in the paper on the HotpotQA dataset?
JOINT-F1, ANS-EM, Joint F1, ANS-F1, SUP-EM, SUP-F1, JOINT-EM
What metrics were used to measure the Model name model in the paper on the HotpotQA dataset?
JOINT-F1, ANS-EM, Joint F1, ANS-F1, SUP-EM, SUP-F1, JOINT-EM
What metrics were used to measure the HopAns model in the paper on the HotpotQA dataset?
JOINT-F1, ANS-EM, Joint F1, ANS-F1, SUP-EM, SUP-F1, JOINT-EM
What metrics were used to measure the Anonymous model in the paper on the HotpotQA dataset?
JOINT-F1, ANS-EM, Joint F1, ANS-F1, SUP-EM, SUP-F1, JOINT-EM
What metrics were used to measure the Multi-dimensional-AFSGraph model in the paper on the HotpotQA dataset?
JOINT-F1, ANS-EM, Joint F1, ANS-F1, SUP-EM, SUP-F1, JOINT-EM
What metrics were used to measure the HGN-albert + SemanticRetrievalMRS IR model in the paper on the HotpotQA dataset?
JOINT-F1, ANS-EM, Joint F1, ANS-F1, SUP-EM, SUP-F1, JOINT-EM
What metrics were used to measure the Tree shaped cluste model in the paper on the HotpotQA dataset?
JOINT-F1, ANS-EM, Joint F1, ANS-F1, SUP-EM, SUP-F1, JOINT-EM
What metrics were used to measure the Tree-shaped-cluster model in the paper on the HotpotQA dataset?
JOINT-F1, ANS-EM, Joint F1, ANS-F1, SUP-EM, SUP-F1, JOINT-EM
What metrics were used to measure the AFSgraph model in the paper on the HotpotQA dataset?
JOINT-F1, ANS-EM, Joint F1, ANS-F1, SUP-EM, SUP-F1, JOINT-EM
What metrics were used to measure the Robustly Fine-tuned Graph-based Recurrent Retriever model in the Learning to Retrieve Reasoning Paths over Wikipedia Graph for Question Answering paper on the HotpotQA dataset?
JOINT-F1, ANS-EM, Joint F1, ANS-F1, SUP-EM, SUP-F1, JOINT-EM
What metrics were used to measure the AFSgraph model model in the paper on the HotpotQA dataset?
JOINT-F1, ANS-EM, Joint F1, ANS-F1, SUP-EM, SUP-F1, JOINT-EM
What metrics were used to measure the HGN-large + SemanticRetrievalMRS IR model in the paper on the HotpotQA dataset?
JOINT-F1, ANS-EM, Joint F1, ANS-F1, SUP-EM, SUP-F1, JOINT-EM
What metrics were used to measure the RoBERTa-DenseRetriever-Fast model in the paper on the HotpotQA dataset?
JOINT-F1, ANS-EM, Joint F1, ANS-F1, SUP-EM, SUP-F1, JOINT-EM
What metrics were used to measure the DPR-recurrent model in the paper on the HotpotQA dataset?
JOINT-F1, ANS-EM, Joint F1, ANS-F1, SUP-EM, SUP-F1, JOINT-EM
What metrics were used to measure the RoBERTa-DenseRetriever model in the paper on the HotpotQA dataset?
JOINT-F1, ANS-EM, Joint F1, ANS-F1, SUP-EM, SUP-F1, JOINT-EM
What metrics were used to measure the HGN + SemanticRetrievalMRS IR model in the Hierarchical Graph Network for Multi-hop Question Answering paper on the HotpotQA dataset?
JOINT-F1, ANS-EM, Joint F1, ANS-F1, SUP-EM, SUP-F1, JOINT-EM
What metrics were used to measure the DFGN model in the Dynamically Fused Graph Network for Multi-hop Reasoning paper on the HotpotQA dataset?
JOINT-F1, ANS-EM, Joint F1, ANS-F1, SUP-EM, SUP-F1, JOINT-EM
What metrics were used to measure the SAFSR model model in the paper on the HotpotQA dataset?
JOINT-F1, ANS-EM, Joint F1, ANS-F1, SUP-EM, SUP-F1, JOINT-EM
What metrics were used to measure the SAFSR model model in the HotpotQA: A Dataset for Diverse, Explainable Multi-hop Question Answering paper on the HotpotQA dataset?
JOINT-F1, ANS-EM, Joint F1, ANS-F1, SUP-EM, SUP-F1, JOINT-EM
What metrics were used to measure the GraphRR-Fast model in the paper on the HotpotQA dataset?
JOINT-F1, ANS-EM, Joint F1, ANS-F1, SUP-EM, SUP-F1, JOINT-EM
What metrics were used to measure the DR model model in the paper on the HotpotQA dataset?
JOINT-F1, ANS-EM, Joint F1, ANS-F1, SUP-EM, SUP-F1, JOINT-EM
What metrics were used to measure the Quark + SemanticRetrievalMRS IR model in the paper on the HotpotQA dataset?
JOINT-F1, ANS-EM, Joint F1, ANS-F1, SUP-EM, SUP-F1, JOINT-EM
What metrics were used to measure the Quark + SemanticRetrievalMRS IR model in the A Simple Yet Strong Pipeline for HotpotQA paper on the HotpotQA dataset?
JOINT-F1, ANS-EM, Joint F1, ANS-F1, SUP-EM, SUP-F1, JOINT-EM
What metrics were used to measure the GAR-BERT model in the paper on the HotpotQA dataset?
JOINT-F1, ANS-EM, Joint F1, ANS-F1, SUP-EM, SUP-F1, JOINT-EM
What metrics were used to measure the Graph-based Recurrent Retriever model in the paper on the HotpotQA dataset?
JOINT-F1, ANS-EM, Joint F1, ANS-F1, SUP-EM, SUP-F1, JOINT-EM
What metrics were used to measure the MIR+EPS+BERT model in the paper on the HotpotQA dataset?
JOINT-F1, ANS-EM, Joint F1, ANS-F1, SUP-EM, SUP-F1, JOINT-EM
What metrics were used to measure the GAR model in the paper on the HotpotQA dataset?
JOINT-F1, ANS-EM, Joint F1, ANS-F1, SUP-EM, SUP-F1, JOINT-EM
What metrics were used to measure the Transformer-XH-final model in the Transformer-XH: Multi-Evidence Reasoning with eXtra Hop Attention paper on the HotpotQA dataset?
JOINT-F1, ANS-EM, Joint F1, ANS-F1, SUP-EM, SUP-F1, JOINT-EM
What metrics were used to measure the Transformer-XH model in the paper on the HotpotQA dataset?
JOINT-F1, ANS-EM, Joint F1, ANS-F1, SUP-EM, SUP-F1, JOINT-EM
What metrics were used to measure the SemanticRetrievalMRS model in the Revealing the Importance of Semantic Retrieval for Machine Reading at Scale paper on the HotpotQA dataset?
JOINT-F1, ANS-EM, Joint F1, ANS-F1, SUP-EM, SUP-F1, JOINT-EM
What metrics were used to measure the DrKIT model in the paper on the HotpotQA dataset?
JOINT-F1, ANS-EM, Joint F1, ANS-F1, SUP-EM, SUP-F1, JOINT-EM
What metrics were used to measure the Entity-centric BERT Pipeline model in the paper on the HotpotQA dataset?
JOINT-F1, ANS-EM, Joint F1, ANS-F1, SUP-EM, SUP-F1, JOINT-EM
What metrics were used to measure the PR-Bert model in the paper on the HotpotQA dataset?
JOINT-F1, ANS-EM, Joint F1, ANS-F1, SUP-EM, SUP-F1, JOINT-EM
What metrics were used to measure the GoldEn Retriever model in the Answering Complex Open-domain Questions Through Iterative Query Generation paper on the HotpotQA dataset?
JOINT-F1, ANS-EM, Joint F1, ANS-F1, SUP-EM, SUP-F1, JOINT-EM
What metrics were used to measure the SAFSr-Bert model in the paper on the HotpotQA dataset?
JOINT-F1, ANS-EM, Joint F1, ANS-F1, SUP-EM, SUP-F1, JOINT-EM
What metrics were used to measure the Cognitive Graph QA model in the Cognitive Graph for Multi-Hop Reading Comprehension at Scale paper on the HotpotQA dataset?
JOINT-F1, ANS-EM, Joint F1, ANS-F1, SUP-EM, SUP-F1, JOINT-EM
What metrics were used to measure the GAR-NOSF model in the paper on the HotpotQA dataset?
JOINT-F1, ANS-EM, Joint F1, ANS-F1, SUP-EM, SUP-F1, JOINT-EM
What metrics were used to measure the IKFGraph model in the paper on the HotpotQA dataset?
JOINT-F1, ANS-EM, Joint F1, ANS-F1, SUP-EM, SUP-F1, JOINT-EM
What metrics were used to measure the AnonymousQ model in the paper on the HotpotQA dataset?
JOINT-F1, ANS-EM, Joint F1, ANS-F1, SUP-EM, SUP-F1, JOINT-EM
What metrics were used to measure the HGN Model-reproduce model in the paper on the HotpotQA dataset?
JOINT-F1, ANS-EM, Joint F1, ANS-F1, SUP-EM, SUP-F1, JOINT-EM
What metrics were used to measure the MUPPET model in the Multi-Hop Paragraph Retrieval for Open-Domain Question Answering paper on the HotpotQA dataset?
JOINT-F1, ANS-EM, Joint F1, ANS-F1, SUP-EM, SUP-F1, JOINT-EM
What metrics were used to measure the GRN + BERT model in the paper on the HotpotQA dataset?
JOINT-F1, ANS-EM, Joint F1, ANS-F1, SUP-EM, SUP-F1, JOINT-EM
What metrics were used to measure the Entity-centric IR model in the paper on the HotpotQA dataset?
JOINT-F1, ANS-EM, Joint F1, ANS-F1, SUP-EM, SUP-F1, JOINT-EM
What metrics were used to measure the KGNN model in the Multi-Paragraph Reasoning with Knowledge-enhanced Graph Neural Network paper on the HotpotQA dataset?
JOINT-F1, ANS-EM, Joint F1, ANS-F1, SUP-EM, SUP-F1, JOINT-EM
What metrics were used to measure the SAQA model in the paper on the HotpotQA dataset?
JOINT-F1, ANS-EM, Joint F1, ANS-F1, SUP-EM, SUP-F1, JOINT-EM
What metrics were used to measure the GRN model in the paper on the HotpotQA dataset?
JOINT-F1, ANS-EM, Joint F1, ANS-F1, SUP-EM, SUP-F1, JOINT-EM
What metrics were used to measure the QFE model in the Answering while Summarizing: Multi-task Learning for Multi-hop QA with Evidence Extraction paper on the HotpotQA dataset?
JOINT-F1, ANS-EM, Joint F1, ANS-F1, SUP-EM, SUP-F1, JOINT-EM
What metrics were used to measure the SAFSr_model model in the paper on the HotpotQA dataset?
JOINT-F1, ANS-EM, Joint F1, ANS-F1, SUP-EM, SUP-F1, JOINT-EM
What metrics were used to measure the SuppBERT model in the paper on the HotpotQA dataset?
JOINT-F1, ANS-EM, Joint F1, ANS-F1, SUP-EM, SUP-F1, JOINT-EM
What metrics were used to measure the Baseline Model model in the HotpotQA: A Dataset for Diverse, Explainable Multi-hop Question Answering paper on the HotpotQA dataset?
JOINT-F1, ANS-EM, Joint F1, ANS-F1, SUP-EM, SUP-F1, JOINT-EM
What metrics were used to measure the PromptRank-fewshot-2-demo model in the paper on the HotpotQA dataset?
JOINT-F1, ANS-EM, Joint F1, ANS-F1, SUP-EM, SUP-F1, JOINT-EM
What metrics were used to measure the graph-recurrent-retriever+roberta-base w. S/R-pretraining model in the paper on the HotpotQA dataset?
JOINT-F1, ANS-EM, Joint F1, ANS-F1, SUP-EM, SUP-F1, JOINT-EM
What metrics were used to measure the TPReasoner w/o BERT model in the paper on the HotpotQA dataset?
JOINT-F1, ANS-EM, Joint F1, ANS-F1, SUP-EM, SUP-F1, JOINT-EM
What metrics were used to measure the MultiQA model in the paper on the HotpotQA dataset?
JOINT-F1, ANS-EM, Joint F1, ANS-F1, SUP-EM, SUP-F1, JOINT-EM
What metrics were used to measure the DecompRC model in the Multi-hop Reading Comprehension through Question Decomposition and Rescoring paper on the HotpotQA dataset?
JOINT-F1, ANS-EM, Joint F1, ANS-F1, SUP-EM, SUP-F1, JOINT-EM
What metrics were used to measure the model in the paper on the HotpotQA dataset?
JOINT-F1, ANS-EM, Joint F1, ANS-F1, SUP-EM, SUP-F1, JOINT-EM
What metrics were used to measure the ReasonBERTR model in the ReasonBERT: Pre-trained to Reason with Distant Supervision paper on the HotpotQA dataset?
JOINT-F1, ANS-EM, Joint F1, ANS-F1, SUP-EM, SUP-F1, JOINT-EM
What metrics were used to measure the Fast Weight Memory model in the Learning Associative Inference Using Fast Weight Memory paper on the catbAbI LM-mode dataset?
Accuracy (mean)
What metrics were used to measure the AWD-Transformer XL model in the Learning Associative Inference Using Fast Weight Memory paper on the catbAbI LM-mode dataset?
Accuracy (mean)
What metrics were used to measure the AWD-LSTM model in the Learning Associative Inference Using Fast Weight Memory paper on the catbAbI LM-mode dataset?
Accuracy (mean)
What metrics were used to measure the Metalearned Neural Memory (plastic) model in the Learning Associative Inference Using Fast Weight Memory paper on the catbAbI LM-mode dataset?
Accuracy (mean)
What metrics were used to measure the Human benchmark model in the TAPE: Assessing Few-shot Russian Language Understanding paper on the RuOpenBookQA dataset?
Accuracy
What metrics were used to measure the RuGPT-3 Small model in the TAPE: Assessing Few-shot Russian Language Understanding paper on the RuOpenBookQA dataset?
Accuracy
What metrics were used to measure the RuGPT-3 Medium model in the TAPE: Assessing Few-shot Russian Language Understanding paper on the RuOpenBookQA dataset?
Accuracy
What metrics were used to measure the RuGPT-3 Large model in the TAPE: Assessing Few-shot Russian Language Understanding paper on the RuOpenBookQA dataset?
Accuracy
What metrics were used to measure the BERT Large Augmented (single model) model in the BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding paper on the CoQA dataset?
In-domain, Out-of-domain, Overall
What metrics were used to measure the BERT-base finetune (single model) model in the BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding paper on the CoQA dataset?
In-domain, Out-of-domain, Overall
What metrics were used to measure the BiDAF++ (single model) model in the A Qualitative Comparison of CoQA, SQuAD 2.0 and QuAC paper on the CoQA dataset?
In-domain, Out-of-domain, Overall
What metrics were used to measure the DrQA + seq2seq with copy attention (single model) model in the CoQA: A Conversational Question Answering Challenge paper on the CoQA dataset?
In-domain, Out-of-domain, Overall
What metrics were used to measure the Vanilla DrQA (single model) model in the CoQA: A Conversational Question Answering Challenge paper on the CoQA dataset?
In-domain, Out-of-domain, Overall
What metrics were used to measure the FlowQA (single model) model in the FlowQA: Grasping Flow in History for Conversational Machine Comprehension paper on the CoQA dataset?
In-domain, Out-of-domain, Overall
What metrics were used to measure the GPT-3 175B (Few-Shot) model in the Language Models are Few-Shot Learners paper on the CoQA dataset?
In-domain, Out-of-domain, Overall
What metrics were used to measure the SDNet (ensemble) model in the SDNet: Contextualized Attention-based Deep Network for Conversational Question Answering paper on the CoQA dataset?
In-domain, Out-of-domain, Overall
What metrics were used to measure the SDNet (single model) model in the SDNet: Contextualized Attention-based Deep Network for Conversational Question Answering paper on the CoQA dataset?
In-domain, Out-of-domain, Overall
What metrics were used to measure the Masque Q&A Style model in the Multi-style Generative Reading Comprehension paper on the MS MARCO dataset?
Rouge-L, BLEU-1
What metrics were used to measure the Deep Cascade QA model in the A Deep Cascade Model for Multi-Document Reading Comprehension paper on the MS MARCO dataset?
Rouge-L, BLEU-1
What metrics were used to measure the VNET model in the Multi-Passage Machine Reading Comprehension with Cross-Passage Answer Verification paper on the MS MARCO dataset?
Rouge-L, BLEU-1
What metrics were used to measure the BiDaF Baseline model in the Bidirectional Attention Flow for Machine Comprehension paper on the MS MARCO dataset?
Rouge-L, BLEU-1
What metrics were used to measure the BERT+ASGen model in the Learning to Generate Questions by Learning to Recover Answer-containing Sentences paper on the NewsQA dataset?
EM, F1